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Browsing Natural Resources and Environmental Science - Faculty Research by Type "Citation"
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A spatialized classification approach for land cover mapping using hyperspatial imagery
(2019)Maps of classified surface features are a key output from remote sensing. Conventional methods of pixel-based classification label each pixel independently by considering only a pixel's spectral properties. While these ... -
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Cheatgrass die-offs as an opportunity for restoration in the Great Basin, USA: Will local or commercial native plants succeed where exotic invaders fail?
(2016)Bromus tectorum (cheatgrass) has widely invaded the Great Basin, U.S.A. The sporadic natural phenomenon of complete stand failure ('die-off') of this invader may present opportunities to restore native plants. A recent ... -
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Development of methods to improve soybean yield estimation and predict plant maturity with an unmanned aerial vehicle based platform
(2016)Advances in phenotyping technology are critical to ensure the genetic improvement of crops meet future global demands for food and fuel. Field-based phenotyping platforms are being evaluated for their ability to deliver ... -
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Effect of spatial filtering on characterizing soil properties from imaging spectrometer data.
(2017)Airborne imaging spectroscopy covering wavelength range of 0.35-2.5 ?m can be used to quantify soil textural properties and chemical constituents. In this paper, we evaluate the effects of spatial resolution on the ... -
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Effects of temporally external auxiliary data on model-based inference.
(2017)One of the benefits of model-based inference relative to design-based inference is that probability samples are not required which means that models can be constructed using data external to the area of interest. Although ... -
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How much can natural resource inventory benefit from finer resolution auxiliary data?
(2018)For remote sensing-assisted natural resource inventories, the effects of spatial resolution in the form of pixel size and the effects of subpixel information on estimates of population parameters were evaluated by comparing ... -
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Quantification of uncertainty in aboveground biomass estimates derived from small-footprint airborne LiDAR.
(2018)To address uncertainty in biomass estimates across spatial scales, we determined aboveground biomass (AGB) in Californian forests through the use of individual tree detection methods applied to small-footprint airborne ... -
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Use of multispectral satellite remote sensing to assess mixing of suspended sediment downstream of large river confluences
(2018)Although past work has noted that contrasts in turbidity often are detectable on remotely sensed images of rivers downstream from confluences, no systematic methodology has been developed for assessing mixing over distance ...